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--- |
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base_model: |
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- meta-llama/Meta-Llama-3-8B-Instruct |
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- NousResearch/Hermes-2-Pro-Llama-3-8B |
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- aaditya/Llama3-OpenBioLLM-8B |
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library_name: transformers |
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tags: |
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- mergekit |
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- merge |
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license: llama3 |
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--- |
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# merge |
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This is a merge of pre-trained language models created using [mergekit](https://github.com/cg123/mergekit). |
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## Merge Details |
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### Merge Method |
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This model was merged using the [DARE](https://arxiv.org/abs/2311.03099) [TIES](https://arxiv.org/abs/2306.01708) merge method using [meta-llama/Meta-Llama-3-8B-Instruct](https://huggingface.co/meta-llama/Meta-Llama-3-8B-Instruct) as a base. |
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### Models Merged |
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The following models were included in the merge: |
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* [NousResearch/Hermes-2-Pro-Llama-3-8B](https://huggingface.co/NousResearch/Hermes-2-Pro-Llama-3-8B) |
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* [aaditya/Llama3-OpenBioLLM-8B](https://huggingface.co/aaditya/Llama3-OpenBioLLM-8B) |
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### Configuration |
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The following YAML configuration was used to produce this model: |
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```yaml |
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models: |
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- model: meta-llama/Meta-Llama-3-8B-Instruct |
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# Base model providing a general foundation without specific parameters |
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- model: meta-llama/Meta-Llama-3-8B-Instruct |
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parameters: |
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density: 0.60 |
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weight: 0.5 |
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- model: NousResearch/Hermes-2-Pro-Llama-3-8B |
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parameters: |
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density: 0.55 |
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weight: 0.1 |
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- model: aaditya/Llama3-OpenBioLLM-8B |
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parameters: |
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density: 0.55 |
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weight: 0.4 |
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merge_method: dare_ties |
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base_model: meta-llama/Meta-Llama-3-8B-Instruct |
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parameters: |
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int8_mask: true |
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dtype: bfloat16 |
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``` |
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